Fold 0
Model 0 best validation auc = 0.812207 on epoch 287
Model 0 test auc = 0.804335
Ensemble test auc = 0.804335
Fold 1
Model 0 best validation auc = 0.831455 on epoch 28
Model 0 test auc = 0.824804
Ensemble test auc = 0.824804
Fold 2
Model 0 best validation auc = 0.825352 on epoch 172
Model 0 test auc = 0.778447
Ensemble test auc = 0.778447
Fold 3
Model 0 best validation auc = 0.830047 on epoch 125
Model 0 test auc = 0.775436
Ensemble test auc = 0.775436
Fold 4
Model 0 best validation auc = 0.831455 on epoch 179
Model 0 test auc = 0.802529
Ensemble test auc = 0.802529
Fold 5
Model 0 best validation auc = 0.837559 on epoch 5
Model 0 test auc = 0.860325
Ensemble test auc = 0.860325
Fold 6
Model 0 best validation auc = 0.826056 on epoch 11
Model 0 test auc = 0.878387
Ensemble test auc = 0.878387
Fold 7
Model 0 best validation auc = 0.839906 on epoch 5
Model 0 test auc = 0.864539
Ensemble test auc = 0.864539
Fold 8
Model 0 best validation auc = 0.832864 on epoch 4
Model 0 test auc = 0.822396
Ensemble test auc = 0.822396
Fold 9
Model 0 best validation auc = 0.847887 on epoch 7
Model 0 test auc = 0.835039
Ensemble test auc = 0.835039
10-fold cross validation
	Seed 0 ==> test auc = 0.804335
	Seed 1 ==> test auc = 0.824804
	Seed 2 ==> test auc = 0.778447
	Seed 3 ==> test auc = 0.775436
	Seed 4 ==> test auc = 0.802529
	Seed 5 ==> test auc = 0.860325
	Seed 6 ==> test auc = 0.878387
	Seed 7 ==> test auc = 0.864539
	Seed 8 ==> test auc = 0.822396
	Seed 9 ==> test auc = 0.835039
Overall test auc = 0.824624 +/- 0.033650
Elapsed time = 0:04:45
